I developed a set of ETL services that consume emailed scheduled reports from third-party services, extract the data, load it into MySQL, and then perform some predictive analysis on the data. The results are presented via a series of TIBCO Spotfire reports. These services have been operating in production since 2021 and have required almost zero ongoing maintenance.